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Level-Based Foraging

Benchmarks

Task NameDataset NameSOTA ResultTrend
Multi-Agent Reinforcement LearningLevel-Based Foraging 2s-10x10-3p-3f v2 (test)
Final Episode Return86
10
Multi-Agent Reinforcement LearningLevel-Based Foraging 2s-8x8-2p-2f-coop v2 (test)
Final Episode Return93
10
Multi-Agent Reinforcement LearningLevel-Based Foraging 10x10-4p-3f v2 (test)
Final Episode Return88
10
Multi-Agent Reinforcement LearningLevel-Based Foraging 10x10-3p-5f v2 (test)
Final Episode Return53
10
Multi-Agent Reinforcement LearningLevel-Based Foraging 2s-10x10-3p-3f
Parameters (K)102.66
5
Multi-Agent Reinforcement LearningLevel-Based Foraging 2s-8x8-2p-2f-coop
Parameters (K)101.77
5
Multi-Agent Reinforcement LearningLevel-Based Foraging 2s-15x15-4p-3f
Parameters (K)130.54
5
Level-Based ForagingLevel-Based Foraging (LBF)
Win Rate60
3
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